This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.
Issue Howard Bayes
Time series 1999 - present 1977 - present
Bias in SWHS Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests. Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data. Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas. Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with. By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.
**Figure 1.**- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.


**Figure 2.**- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).


Results

**Figure X.**- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

**Figure 3.**- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 3.**- Total rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

**Figure 4.**- Black rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


And black rockfish releases…

**Figure 5.**- Black rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 6.**- Yellow rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 7.**- Yellow rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 8.**- DSR rockfish (excluding yelloweye) harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 9.**- DSR rockfish releases (including yelloweye) 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 11.**- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 12.**- Slope rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

**Figure 13.**- *Other* rockfish (non-pelagic and non-yelloweye) harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 13.- Other rockfish (non-pelagic and non-yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 14.**- *Other* rockfish (non-pelagic and non-yelloweye) releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 14.- Other rockfish (non-pelagic and non-yelloweye) releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



Total Biomass Removal Estimates

**Figure 15.**- Black rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.



**Figure 16.**- Yellow rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

**Figure 17.**- Pelagic rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 18.**- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 18.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 19.**- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 19.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


Model fit

Logbook residuals

**Figure 20.**- Residuals from logbook harvests.

Figure 20.- Residuals from logbook harvests.


SWHS residuals

**Figure 21.**- Residuals from SWHS harvests.

Figure 21.- Residuals from SWHS harvests.



**Figure 22.**- Residual of SWHS releases.

Figure 22.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

**Figure 23.**- Mean percent of harvest by charter anglers.

Figure 23.- Mean percent of harvest by charter anglers.


When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

**Figure 24.**- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

Figure 24.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.


**Figure 25.**- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 25.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 26.**- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 26.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 27.**- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 27.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.


**Figure 28.**- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 28.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.


**Figure 29.**- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 29.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

**Figure 30.**- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 30.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.


Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

**Figure 31.**- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 31.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

**Figure 32.**- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

Figure 32.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

**Figure 33.**- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

Figure 33.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

**Figure 34.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

**Figure 35.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

Figure 35.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

**Figure 36.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 36.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.



P(slope|non-pelagic & non-yellowye) For release estimates

## NULL



Weight Fits

**Figure 37.**- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 38.**- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 39.**- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 40.**- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 40.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 41.**- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 41.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.2462527

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.16 while 0.84 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable

area_n

year

user

mean

median

lower

upper

Rhat

sd

skew

area

p_pelagic

11

1

1

0.462

0.459

0.217

0.712

1.016

0.131

0.023

CSEO

p_pelagic

11

1

2

0.397

0.390

0.171

0.654

1.011

0.127

0.055

CSEO

p_yellow

11

1

1

0.525

0.524

0.235

0.836

1.013

0.159

0.006

CSEO

p_yellow

11

1

2

0.445

0.435

0.179

0.785

1.024

0.159

0.063

CSEO

p_pelagic

11

10

1

0.461

0.461

0.222

0.708

1.017

0.128

0.000

CSEO

p_pelagic

11

10

2

0.398

0.393

0.175

0.662

1.019

0.128

0.039

CSEO

p_yellow

11

10

1

0.528

0.527

0.245

0.840

1.014

0.155

0.006

CSEO

p_yellow

11

10

2

0.440

0.425

0.174

0.774

1.021

0.158

0.095

CSEO

p_pelagic

11

11

1

0.463

0.462

0.212

0.718

1.021

0.133

0.008

CSEO

p_pelagic

11

11

2

0.396

0.388

0.167

0.662

1.019

0.129

0.062

CSEO

p_yellow

11

11

1

0.534

0.531

0.250

0.833

1.013

0.156

0.019

CSEO

p_yellow

11

11

2

0.448

0.437

0.181

0.779

1.018

0.157

0.070

CSEO

p_pelagic

11

12

1

0.466

0.468

0.204

0.723

1.017

0.134

-0.015

CSEO

p_pelagic

11

12

2

0.398

0.391

0.171

0.661

1.016

0.128

0.055

CSEO

p_yellow

11

12

1

0.530

0.525

0.241

0.840

1.010

0.155

0.032

CSEO

p_yellow

11

12

2

0.446

0.433

0.177

0.783

1.019

0.159

0.082

CSEO

p_pelagic

11

13

1

0.463

0.463

0.227

0.709

1.016

0.130

0.000

CSEO

p_pelagic

11

13

2

0.398

0.396

0.168

0.653

1.038

0.128

0.016

CSEO

p_yellow

11

13

1

0.532

0.531

0.240

0.840

1.014

0.156

0.006

CSEO

p_yellow

11

13

2

0.443

0.429

0.176

0.804

1.018

0.160

0.088

CSEO

p_pelagic

11

14

1

0.466

0.463

0.217

0.725

1.024

0.132

0.023

CSEO

p_pelagic

11

14

2

0.400

0.395

0.171

0.653

1.010

0.127

0.039

CSEO

p_yellow

11

14

1

0.536

0.535

0.242

0.848

1.017

0.156

0.006

CSEO

p_yellow

11

14

2

0.443

0.429

0.174

0.797

1.017

0.160

0.087

CSEO

p_pelagic

11

15

1

0.460

0.457

0.215

0.714

1.016

0.131

0.023

CSEO

p_pelagic

11

15

2

0.399

0.394

0.166

0.658

1.021

0.128

0.039

CSEO

p_yellow

11

15

1

0.531

0.526

0.238

0.847

1.013

0.157

0.032

CSEO

p_yellow

11

15

2

0.446

0.433

0.174

0.782

1.020

0.160

0.081

CSEO

p_pelagic

11

16

1

0.464

0.462

0.221

0.726

1.014

0.131

0.015

CSEO

p_pelagic

11

16

2

0.397

0.388

0.170

0.656

1.023

0.128

0.070

CSEO

p_yellow

11

16

1

0.527

0.523

0.246

0.838

1.015

0.155

0.026

CSEO

p_yellow

11

16

2

0.441

0.428

0.171

0.775

1.024

0.160

0.081

CSEO

p_pelagic

11

17

1

0.465

0.462

0.220

0.725

1.024

0.131

0.023

CSEO

p_pelagic

11

17

2

0.399

0.392

0.178

0.666

1.017

0.126

0.055

CSEO

p_yellow

11

17

1

0.529

0.522

0.244

0.838

1.020

0.156

0.045

CSEO

p_yellow

11

17

2

0.446

0.430

0.186

0.798

1.023

0.158

0.101

CSEO

p_pelagic

11

18

1

0.468

0.462

0.225

0.714

1.014

0.128

0.047

CSEO

p_pelagic

11

18

2

0.403

0.399

0.173

0.656

1.023

0.127

0.031

CSEO

p_yellow

11

18

1

0.527

0.525

0.241

0.844

1.026

0.157

0.013

CSEO

p_yellow

11

18

2

0.442

0.429

0.178

0.776

1.019

0.156

0.083

CSEO

p_pelagic

11

19

1

0.465

0.465

0.221

0.729

1.014

0.132

0.000

CSEO

p_pelagic

11

19

2

0.401

0.395

0.175

0.656

1.017

0.127

0.047

CSEO

p_yellow

11

19

1

0.530

0.529

0.236

0.845

1.018

0.156

0.006

CSEO

p_yellow

11

19

2

0.444

0.431

0.176

0.785

1.015

0.159

0.082

CSEO

p_pelagic

11

2

1

0.461

0.460

0.211

0.715

1.022

0.133

0.008

CSEO

p_pelagic

11

2

2

0.394

0.389

0.168

0.651

1.013

0.126

0.040

CSEO

p_yellow

11

2

1

0.529

0.531

0.232

0.847

1.014

0.157

-0.013

CSEO

p_yellow

11

2

2

0.444

0.431

0.177

0.794

1.026

0.158

0.082

CSEO

p_pelagic

11

20

1

0.466

0.463

0.217

0.728

1.019

0.132

0.023

CSEO

p_pelagic

11

20

2

0.399

0.392

0.172

0.659

1.011

0.126

0.055

CSEO

p_yellow

11

20

1

0.528

0.527

0.236

0.840

1.010

0.156

0.006

CSEO

p_yellow

11

20

2

0.448

0.435

0.181

0.795

1.020

0.158

0.082

CSEO

p_pelagic

11

21

1

0.468

0.465

0.223

0.721

1.018

0.129

0.023

CSEO

p_yellow

11

21

1

0.532

0.529

0.235

0.843

1.015

0.156

0.019

CSEO

p_yellow

11

21

2

0.444

0.434

0.178

0.782

1.020

0.160

0.062

CSEO

p_pelagic

11

22

2

0.401

0.396

0.180

0.651

1.019

0.122

0.041

CSEO

p_yellow

11

22

1

0.528

0.525

0.247

0.845

1.024

0.157

0.019

CSEO

p_yellow

11

22

2

0.444

0.431

0.182

0.775

1.021

0.155

0.084

CSEO

p_yellow

11

23

1

0.543

0.540

0.269

0.846

1.015

0.148

0.020

CSEO

p_yellow

11

23

2

0.463

0.454

0.181

0.792

1.020

0.160

0.056

CSEO

p_yellow

11

24

1

0.506

0.501

0.224

0.825

1.028

0.155

0.032

CSEO

p_yellow

11

24

2

0.461

0.451

0.188

0.804

1.014

0.162

0.062

CSEO

p_yellow

11

25

1

0.497

0.488

0.225

0.827

1.018

0.157

0.057

CSEO

p_yellow

11

25

2

0.459

0.451

0.184

0.794

1.018

0.160

0.050

CSEO

p_yellow

11

26

1

0.524

0.518

0.248

0.833

1.020

0.152

0.040

CSEO

p_yellow

11

26

2

0.464

0.456

0.186

0.793

1.023

0.163

0.049

CSEO

p_yellow

11

27

1

0.529

0.526

0.248

0.833

1.018

0.152

0.020

CSEO

p_yellow

11

27

2

0.459

0.450

0.191

0.795

1.020

0.158

0.057

CSEO

p_yellow

11

28

1

0.499

0.494

0.220

0.825

1.020

0.155

0.032

CSEO

p_yellow

11

28

2

0.457

0.446

0.188

0.804

1.014

0.159

0.069

CSEO

p_yellow

11

29

1

0.508

0.501

0.228

0.819

1.012

0.155

0.045

CSEO

p_yellow

11

29

2

0.463

0.453

0.190

0.797

1.011

0.159

0.063

CSEO

p_pelagic

11

3

1

0.461

0.459

0.214

0.720

1.020

0.132

0.015

CSEO

p_pelagic

11

3

2

0.398

0.392

0.167

0.658

1.032

0.129

0.047

CSEO

p_yellow

11

3

1

0.528

0.527

0.244

0.841

1.017

0.155

0.006

CSEO

p_yellow

11

3

2

0.444

0.434

0.175

0.782

1.019

0.158

0.063

CSEO

p_pelagic

11

4

1

0.463

0.463

0.210

0.717

1.021

0.134

0.000

CSEO

p_pelagic

11

4

2

0.396

0.387

0.167

0.663

1.020

0.131

0.069

CSEO

p_yellow

11

4

1

0.525

0.521

0.239

0.843

1.019

0.158

0.025

CSEO

p_yellow

11

4

2

0.443

0.425

0.174

0.776

1.025

0.160

0.112

CSEO

p_pelagic

11

5

1

0.460

0.456

0.214

0.720

1.027

0.131

0.031

CSEO

p_pelagic

11

5

2

0.393

0.385

0.170

0.661

1.014

0.127

0.063

CSEO

p_yellow

11

5

1

0.533

0.532

0.234

0.850

1.014

0.160

0.006

CSEO

p_yellow

11

5

2

0.443

0.434

0.179

0.773

1.020

0.156

0.058

CSEO

p_pelagic

11

6

1

0.464

0.464

0.214

0.723

1.029

0.132

0.000

CSEO

p_pelagic

11

6

2

0.396

0.389

0.163

0.659

1.018

0.129

0.054

CSEO

p_yellow

11

6

2

0.442

0.431

0.172

0.796

1.031

0.160

0.069

CSEO

p_pelagic

11

7

1

0.461

0.454

0.218

0.722

1.020

0.133

0.053

CSEO

p_pelagic

11

7

2

0.396

0.389

0.170

0.655

1.018

0.128

0.055

CSEO

p_yellow

11

7

1

0.528

0.525

0.238

0.844

1.020

0.156

0.019

CSEO

p_yellow

11

7

2

0.446

0.435

0.173

0.780

1.014

0.160

0.069

CSEO

p_pelagic

11

8

1

0.458

0.457

0.209

0.711

1.026

0.132

0.008

CSEO

p_pelagic

11

8

2

0.395

0.386

0.172

0.661

1.022

0.129

0.070

CSEO

p_yellow

11

8

1

0.526

0.523

0.250

0.834

1.017

0.154

0.019

CSEO

p_yellow

11

8

2

0.440

0.430

0.178

0.769

1.022

0.156

0.064

CSEO

p_pelagic

11

9

1

0.463

0.465

0.214

0.715

1.012

0.132

-0.015

CSEO

p_pelagic

11

9

2

0.395

0.391

0.166

0.649

1.021

0.126

0.032

CSEO

p_yellow

11

9

1

0.530

0.530

0.248

0.834

1.014

0.156

0.000

CSEO

p_yellow

11

9

2

0.448

0.438

0.178

0.774

1.022

0.160

0.062

CSEO

p_pelagic

13

1

1

0.466

0.470

0.189

0.732

1.060

0.140

-0.029

NSEI

p_pelagic

13

1

2

0.232

0.221

0.072

0.462

1.054

0.102

0.108

NSEI

p_yellow

13

1

1

0.485

0.441

0.143

0.949

1.055

0.228

0.193

NSEI

p_yellow

13

1

2

0.484

0.438

0.137

0.949

1.054

0.230

0.200

NSEI

p_pelagic

13

10

1

0.472

0.475

0.206

0.725

1.060

0.137

-0.022

NSEI

p_pelagic

13

10

2

0.237

0.225

0.079

0.466

1.053

0.100

0.120

NSEI

p_yellow

13

10

1

0.482

0.431

0.143

0.951

1.056

0.230

0.222

NSEI

p_yellow

13

10

2

0.488

0.444

0.142

0.953

1.052

0.229

0.192

NSEI

p_pelagic

13

11

1

0.469

0.466

0.206

0.736

1.049

0.138

0.022

NSEI

p_pelagic

13

11

2

0.233

0.219

0.073

0.461

1.051

0.101

0.139

NSEI

p_yellow

13

11

1

0.482

0.438

0.141

0.950

1.059

0.229

0.192

NSEI

p_yellow

13

11

2

0.488

0.447

0.144

0.954

1.055

0.228

0.180

NSEI

p_pelagic

13

12

1

0.471

0.472

0.213

0.732

1.055

0.136

-0.007

NSEI

p_pelagic

13

12

2

0.235

0.222

0.080

0.464

1.025

0.101

0.129

NSEI

p_yellow

13

12

1

0.488

0.446

0.140

0.951

1.055

0.228

0.184

NSEI

p_yellow

13

12

2

0.494

0.452

0.147

0.953

1.063

0.227

0.185

NSEI

p_pelagic

13

13

1

0.471

0.471

0.214

0.735

1.057

0.137

0.000

NSEI

p_pelagic

13

13

2

0.233

0.217

0.077

0.473

1.042

0.101

0.159

NSEI

p_yellow

13

13

1

0.480

0.433

0.142

0.952

1.053

0.229

0.205

NSEI

p_yellow

13

13

2

0.489

0.447

0.140

0.952

1.058

0.231

0.182

NSEI

p_pelagic

13

14

1

0.477

0.479

0.219

0.726

1.047

0.133

-0.015

NSEI

p_pelagic

13

14

2

0.234

0.221

0.080

0.465

1.039

0.101

0.129

NSEI

p_yellow

13

14

1

0.481

0.440

0.144

0.952

1.063

0.230

0.179

NSEI

p_yellow

13

14

2

0.488

0.443

0.146

0.951

1.060

0.229

0.197

NSEI

p_pelagic

13

15

1

0.478

0.476

0.220

0.734

1.056

0.135

0.015

NSEI

p_pelagic

13

15

2

0.233

0.219

0.079

0.455

1.029

0.099

0.142

NSEI

p_yellow

13

15

1

0.481

0.437

0.145

0.952

1.060

0.230

0.191

NSEI

p_yellow

13

15

2

0.487

0.446

0.149

0.955

1.054

0.229

0.179

NSEI

p_pelagic

13

16

1

0.475

0.475

0.221

0.734

1.043

0.135

0.000

NSEI

p_pelagic

13

16

2

0.234

0.220

0.080

0.469

1.041

0.101

0.139

NSEI

p_yellow

13

16

1

0.484

0.442

0.143

0.949

1.062

0.228

0.184

NSEI

p_yellow

13

16

2

0.482

0.442

0.146

0.952

1.062

0.227

0.176

NSEI

p_pelagic

13

17

1

0.481

0.484

0.233

0.732

1.038

0.131

-0.023

NSEI

p_pelagic

13

17

2

0.237

0.224

0.084

0.457

1.032

0.099

0.131

NSEI

p_yellow

13

17

1

0.478

0.434

0.140

0.952

1.064

0.228

0.193

NSEI

p_yellow

13

17

2

0.484

0.441

0.143

0.955

1.060

0.230

0.187

NSEI

p_pelagic

13

18

1

0.479

0.478

0.231

0.740

1.032

0.133

0.008

NSEI

p_pelagic

13

18

2

0.234

0.220

0.083

0.457

1.028

0.098

0.142

NSEI

p_yellow

13

18

1

0.480

0.438

0.137

0.954

1.060

0.229

0.183

NSEI

p_yellow

13

18

2

0.486

0.446

0.147

0.948

1.059

0.227

0.176

NSEI

p_pelagic

13

19

1

0.478

0.478

0.223

0.726

1.035

0.131

0.000

NSEI

p_pelagic

13

19

2

0.242

0.228

0.086

0.471

1.035

0.101

0.139

NSEI

p_yellow

13

19

1

0.482

0.436

0.137

0.948

1.068

0.228

0.201

NSEI

p_yellow

13

19

2

0.486

0.443

0.154

0.950

1.060

0.227

0.190

NSEI

p_pelagic

13

2

1

0.468

0.469

0.205

0.723

1.063

0.137

-0.007

NSEI

p_pelagic

13

2

2

0.231

0.219

0.071

0.462

1.063

0.102

0.117

NSEI

p_yellow

13

2

1

0.483

0.439

0.148

0.949

1.058

0.229

0.193

NSEI

p_yellow

13

2

2

0.491

0.451

0.148

0.953

1.047

0.227

0.176

NSEI

p_pelagic

13

20

1

0.483

0.484

0.236

0.737

1.027

0.130

-0.008

NSEI

p_pelagic

13

20

2

0.241

0.228

0.086

0.468

1.020

0.100

0.130

NSEI

p_yellow

13

20

1

0.479

0.433

0.146

0.951

1.057

0.227

0.203

NSEI

p_yellow

13

20

2

0.486

0.446

0.141

0.951

1.053

0.227

0.176

NSEI

p_pelagic

13

21

1

0.489

0.487

0.251

0.730

1.015

0.127

0.016

NSEI

p_pelagic

13

21

2

0.243

0.229

0.093

0.469

1.013

0.098

0.143

NSEI

p_yellow

13

21

1

0.476

0.433

0.137

0.952

1.058

0.229

0.188

NSEI

p_yellow

13

21

2

0.486

0.440

0.146

0.949

1.066

0.226

0.203

NSEI

p_pelagic

13

22

2

0.246

0.234

0.091

0.474

1.012

0.098

0.123

NSEI

p_yellow

13

22

1

0.476

0.436

0.136

0.948

1.068

0.229

0.174

NSEI

p_yellow

13

22

2

0.479

0.434

0.147

0.951

1.065

0.228

0.198

NSEI

p_yellow

13

23

1

0.437

0.385

0.110

0.939

1.060

0.230

0.226

NSEI

p_yellow

13

23

2

0.527

0.497

0.173

0.964

1.055

0.221

0.136

NSEI

p_yellow

13

24

1

0.443

0.402

0.113

0.934

1.066

0.228

0.180

NSEI

p_yellow

13

24

2

0.526

0.499

0.178

0.960

1.065

0.218

0.124

NSEI

p_yellow

13

25

1

0.445

0.405

0.120

0.935

1.070

0.224

0.178

NSEI

p_yellow

13

25

2

0.528

0.499

0.173

0.961

1.060

0.218

0.133

NSEI

p_yellow

13

26

1

0.431

0.380

0.112

0.924

1.075

0.225

0.227

NSEI

p_yellow

13

26

2

0.526

0.504

0.174

0.954

1.059

0.214

0.103

NSEI

p_yellow

13

27

1

0.412

0.364

0.112

0.917

1.075

0.217

0.221

NSEI

p_yellow

13

27

2

0.520

0.489

0.176

0.946

1.054

0.211

0.147

NSEI

p_yellow

13

28

1

0.421

0.388

0.111

0.885

1.054

0.207

0.159

NSEI

p_yellow

13

28

2

0.510

0.490

0.176

0.927

1.052

0.200

0.100

NSEI

p_yellow

13

29

1

0.385

0.355

0.108

0.803

1.048

0.184

0.163

NSEI

p_yellow

13

29

2

0.496

0.481

0.172

0.876

1.033

0.186

0.080

NSEI

p_pelagic

13

3

1

0.470

0.472

0.211

0.727

1.053

0.136

-0.015

NSEI

p_pelagic

13

3

2

0.230

0.219

0.069

0.452

1.057

0.101

0.109

NSEI

p_yellow

13

3

1

0.482

0.444

0.153

0.947

1.061

0.226

0.168

NSEI

p_yellow

13

3

2

0.489

0.449

0.145

0.954

1.057

0.229

0.175

NSEI

p_pelagic

13

4

1

0.469

0.473

0.205

0.727

1.042

0.137

-0.029

NSEI

p_pelagic

13

4

2

0.231

0.217

0.078

0.451

1.056

0.099

0.141

NSEI

p_yellow

13

4

1

0.485

0.442

0.136

0.947

1.058

0.231

0.186

NSEI

p_yellow

13

4

2

0.495

0.456

0.148

0.948

1.052

0.228

0.171

NSEI

p_pelagic

13

5

1

0.472

0.475

0.198

0.735

1.051

0.139

-0.022

NSEI

p_pelagic

13

5

2

0.233

0.221

0.077

0.462

1.051

0.101

0.119

NSEI

p_yellow

13

5

1

0.485

0.440

0.147

0.948

1.059

0.229

0.197

NSEI

p_yellow

13

5

2

0.486

0.443

0.144

0.950

1.058

0.230

0.187

NSEI

p_pelagic

13

6

1

0.471

0.475

0.213

0.733

1.062

0.137

-0.029

NSEI

p_pelagic

13

6

2

0.234

0.220

0.075

0.470

1.041

0.101

0.138

NSEI

p_yellow

13

6

1

0.483

0.436

0.138

0.953

1.055

0.230

0.205

NSEI

p_yellow

13

6

2

0.489

0.446

0.146

0.951

1.057

0.228

0.189

NSEI

p_pelagic

13

7

1

0.471

0.470

0.202

0.736

1.058

0.138

0.007

NSEI

p_pelagic

13

7

2

0.230

0.214

0.076

0.460

1.050

0.100

0.159

NSEI

p_yellow

13

7

1

0.484

0.439

0.144

0.952

1.047

0.229

0.196

NSEI

p_yellow

13

7

2

0.489

0.445

0.145

0.952

1.057

0.228

0.193

NSEI

p_pelagic

13

8

1

0.471

0.474

0.207

0.726

1.055

0.137

-0.022

NSEI

p_pelagic

13

8

2

0.233

0.220

0.074

0.464

1.034

0.103

0.126

NSEI

p_yellow

13

8

1

0.482

0.440

0.137

0.950

1.052

0.230

0.183

NSEI

p_yellow

13

8

2

0.487

0.442

0.156

0.954

1.055

0.227

0.198

NSEI

p_pelagic

13

9

1

0.472

0.475

0.205

0.724

1.055

0.136

-0.022

NSEI

p_pelagic

13

9

2

0.234

0.221

0.072

0.462

1.051

0.101

0.128

NSEI

p_yellow

13

9

1

0.484

0.441

0.139

0.949

1.056

0.230

0.187

NSEI

p_yellow

13

9

2

0.485

0.439

0.146

0.953

1.063

0.229

0.201

NSEI

p_slope

14

15

2

0.072

0.053

0.009

0.246

1.014

0.065

0.293

NSEO

p_yellow

15

1

1

0.474

0.344

0.101

0.982

1.569

0.311

0.417

SSEI

p_yellow

15

1

2

0.528

0.424

0.136

0.986

1.517

0.294

0.353

SSEI

p_yellow

15

10

1

0.476

0.347

0.101

0.980

1.560

0.311

0.415

SSEI

p_yellow

15

10

2

0.532

0.430

0.138

0.987

1.558

0.294

0.346

SSEI

p_yellow

15

11

1

0.480

0.348

0.100

0.982

1.580

0.310

0.426

SSEI

p_yellow

15

11

2

0.529

0.422

0.136

0.987

1.552

0.296

0.361

SSEI

p_yellow

15

12

1

0.478

0.357

0.102

0.980

1.573

0.309

0.392

SSEI

p_yellow

15

12

2

0.531

0.428

0.138

0.987

1.560

0.295

0.350

SSEI

p_yellow

15

13

1

0.476

0.345

0.105

0.981

1.584

0.310

0.422

SSEI

p_yellow

15

13

2

0.529

0.419

0.137

0.987

1.530

0.295

0.372

SSEI

p_yellow

15

14

1

0.476

0.342

0.103

0.981

1.580

0.310

0.432

SSEI

p_yellow

15

14

2

0.529

0.426

0.138

0.986

1.528

0.295

0.349

SSEI

p_yellow

15

15

1

0.476

0.342

0.098

0.982

1.575

0.311

0.431

SSEI

p_yellow

15

15

2

0.530

0.417

0.141

0.987

1.552

0.295

0.383

SSEI

p_yellow

15

16

1

0.472

0.333

0.099

0.981

1.574

0.313

0.445

SSEI

p_yellow

15

16

2

0.529

0.420

0.142

0.986

1.573

0.295

0.370

SSEI

p_yellow

15

17

1

0.477

0.348

0.101

0.980

1.561

0.310

0.417

SSEI

p_yellow

15

17

2

0.533

0.425

0.139

0.987

1.546

0.296

0.365

SSEI

p_yellow

15

18

1

0.478

0.346

0.101

0.980

1.578

0.311

0.425

SSEI

p_yellow

15

18

2

0.533

0.434

0.138

0.985

1.526

0.292

0.339

SSEI

p_yellow

15

19

1

0.476

0.343

0.103

0.981

1.562

0.309

0.430

SSEI

p_yellow

15

19

2

0.529

0.420

0.143

0.987

1.550

0.296

0.369

SSEI

p_yellow

15

2

1

0.478

0.345

0.106

0.982

1.583

0.310

0.429

SSEI

p_yellow

15

2

2

0.532

0.422

0.140

0.986

1.555

0.294

0.374

SSEI

p_yellow

15

20

1

0.478

0.351

0.102

0.979

1.581

0.309

0.411

SSEI

p_yellow

15

20

2

0.531

0.430

0.137

0.987

1.548

0.295

0.343

SSEI

p_yellow

15

21

1

0.475

0.343

0.104

0.981

1.572

0.312

0.423

SSEI

p_yellow

15

21

2

0.528

0.417

0.141

0.986

1.561

0.295

0.376

SSEI

p_yellow

15

22

1

0.476

0.342

0.099

0.982

1.564

0.311

0.431

SSEI

p_yellow

15

22

2

0.534

0.430

0.140

0.987

1.558

0.294

0.354

SSEI

p_yellow

15

23

1

0.428

0.271

0.076

0.972

1.579

0.321

0.489

SSEI

p_yellow

15

23

2

0.589

0.517

0.179

0.991

1.515

0.275

0.261

SSEI

p_yellow

15

24

1

0.429

0.279

0.076

0.972

1.595

0.319

0.470

SSEI

p_yellow

15

24

2

0.589

0.514

0.182

0.991

1.506

0.275

0.272

SSEI

p_yellow

15

25

1

0.428

0.274

0.072

0.973

1.597

0.321

0.480

SSEI

p_yellow

15

25

2

0.588

0.514

0.174

0.990

1.508

0.274

0.270

SSEI

p_yellow

15

26

1

0.429

0.274

0.071

0.974

1.585

0.322

0.482

SSEI

p_yellow

15

26

2

0.584

0.505

0.179

0.991

1.506

0.277

0.285

SSEI

p_yellow

15

27

1

0.428

0.282

0.073

0.972

1.605

0.320

0.457

SSEI

p_yellow

15

27

2

0.588

0.515

0.176

0.991

1.508

0.274

0.266

SSEI

p_yellow

15

28

1

0.433

0.290

0.074

0.973

1.610

0.317

0.452

SSEI

p_yellow

15

28

2

0.593

0.516

0.184

0.991

1.484

0.271

0.284

SSEI

p_yellow

15

29

1

0.413

0.277

0.076

0.967

1.618

0.305

0.446

SSEI

p_yellow

15

29

2

0.584

0.516

0.191

0.988

1.528

0.264

0.258

SSEI

p_yellow

15

3

1

0.476

0.345

0.107

0.981

1.582

0.310

0.422

SSEI

p_yellow

15

3

2

0.532

0.423

0.139

0.986

1.534

0.295

0.369

SSEI

p_yellow

15

4

1

0.476

0.345

0.096

0.982

1.563

0.311

0.421

SSEI

p_yellow

15

4

2

0.531

0.432

0.132

0.987

1.528

0.294

0.337

SSEI

p_yellow

15

5

1

0.478

0.349

0.101

0.980

1.557

0.308

0.419

SSEI

p_yellow

15

5

2

0.531

0.428

0.138

0.987

1.530

0.293

0.351

SSEI

p_yellow

15

6

1

0.477

0.343

0.103

0.980

1.562

0.310

0.432

SSEI

p_yellow

15

6

2

0.531

0.434

0.135

0.986

1.552

0.296

0.328

SSEI

p_yellow

15

7

1

0.476

0.345

0.101

0.981

1.556

0.312

0.420

SSEI

p_yellow

15

7

2

0.531

0.429

0.138

0.987

1.532

0.294

0.347

SSEI

p_yellow

15

8

1

0.476

0.343

0.104

0.981

1.562

0.309

0.431

SSEI

p_yellow

15

8

2

0.534

0.427

0.147

0.986

1.555

0.293

0.365

SSEI

p_yellow

15

9

1

0.477

0.351

0.101

0.982

1.562

0.311

0.405

SSEI

p_yellow

15

9

2

0.529

0.425

0.136

0.987

1.552

0.296

0.352

SSEI

p_pelagic

16

1

1

0.388

0.382

0.146

0.659

1.022

0.134

0.045

SSEO

p_pelagic

16

1

2

0.363

0.357

0.134

0.626

1.020

0.131

0.046

SSEO

p_pelagic

16

10

1

0.389

0.381

0.155

0.666

1.012

0.134

0.060

SSEO

p_pelagic

16

10

2

0.369

0.361

0.139

0.636

1.019

0.130

0.061

SSEO

p_pelagic

16

11

1

0.386

0.380

0.151

0.652

1.018

0.132

0.046

SSEO

p_pelagic

16

11

2

0.372

0.365

0.144

0.641

1.011

0.132

0.053

SSEO

p_pelagic

16

12

1

0.391

0.381

0.166

0.659

1.013

0.131

0.077

SSEO

p_pelagic

16

12

2

0.372

0.364

0.142

0.645

1.015

0.132

0.060

SSEO

p_pelagic

16

13

1

0.394

0.388

0.164

0.667

1.015

0.131

0.046

SSEO

p_pelagic

16

13

2

0.371

0.361

0.144

0.644

1.013

0.131

0.076

SSEO

p_pelagic

16

14

1

0.395

0.388

0.162

0.665

1.016

0.133

0.053

SSEO

p_pelagic

16

14

2

0.370

0.361

0.143

0.633

1.017

0.128

0.070

SSEO

p_pelagic

16

15

2

0.378

0.370

0.153

0.652

1.017

0.130

0.062

SSEO

p_pelagic

16

16

2

0.376

0.370

0.156

0.637

1.013

0.127

0.047

SSEO

p_pelagic

16

19

2

0.388

0.382

0.166

0.649

1.010

0.126

0.048

SSEO

p_pelagic

16

2

1

0.388

0.382

0.147

0.663

1.025

0.136

0.044

SSEO

p_pelagic

16

2

2

0.366

0.358

0.145

0.634

1.017

0.130

0.062

SSEO

p_slope

16

27

1

0.141

0.114

0.063

0.335

1.012

0.070

0.386

SSEO

p_pelagic

16

3

1

0.387

0.380

0.155

0.661

1.025

0.133

0.053

SSEO

p_pelagic

16

3

2

0.365

0.355

0.134

0.647

1.022

0.135

0.074

SSEO

p_pelagic

16

4

1

0.384

0.375

0.149

0.659

1.022

0.133

0.068

SSEO

p_pelagic

16

4

2

0.363

0.358

0.131

0.636

1.023

0.131

0.038

SSEO

p_pelagic

16

5

1

0.388

0.382

0.156

0.664

1.020

0.135

0.044

SSEO

p_pelagic

16

5

2

0.362

0.356

0.131

0.631

1.022

0.132

0.046

SSEO

p_pelagic

16

6

1

0.390

0.384

0.145

0.665

1.020

0.137

0.044

SSEO

p_pelagic

16

6

2

0.367

0.360

0.133

0.639

1.022

0.133

0.053

SSEO

p_pelagic

16

7

1

0.387

0.382

0.143

0.659

1.020

0.135

0.037

SSEO

p_pelagic

16

7

2

0.367

0.360

0.138

0.642

1.025

0.133

0.053

SSEO

p_pelagic

16

8

1

0.388

0.381

0.145

0.656

1.017

0.133

0.053

SSEO

p_pelagic

16

8

2

0.368

0.357

0.143

0.642

1.018

0.132

0.084

SSEO

p_pelagic

16

9

1

0.393

0.387

0.154

0.661

1.020

0.133

0.045

SSEO

p_pelagic

16

9

2

0.370

0.364

0.141

0.634

1.018

0.132

0.045

SSEO

p_pelagic

3

1

1

0.542

0.550

0.258

0.791

1.054

0.138

-0.058

PWSI

p_pelagic

3

1

2

0.188

0.176

0.051

0.398

1.040

0.089

0.135

PWSI

p_pelagic

3

10

1

0.541

0.547

0.270

0.784

1.031

0.136

-0.044

PWSI

p_pelagic

3

10

2

0.187

0.174

0.056

0.392

1.024

0.085

0.152

PWSI

p_pelagic

3

11

1

0.543

0.550

0.254

0.790

1.051

0.138

-0.051

PWSI

p_pelagic

3

11

2

0.188

0.174

0.058

0.386

1.035

0.086

0.164

PWSI

p_pelagic

3

12

1

0.544

0.548

0.264

0.783

1.035

0.133

-0.030

PWSI

p_pelagic

3

12

2

0.189

0.177

0.058

0.385

1.019

0.085

0.141

PWSI

p_pelagic

3

13

1

0.548

0.557

0.273

0.790

1.057

0.136

-0.066

PWSI

p_pelagic

3

13

2

0.189

0.177

0.061

0.391

1.015

0.085

0.141

PWSI

p_pelagic

3

14

1

0.547

0.552

0.274

0.786

1.035

0.137

-0.037

PWSI

p_pelagic

3

14

2

0.189

0.174

0.062

0.393

1.020

0.088

0.171

PWSI

p_pelagic

3

15

1

0.547

0.552

0.272

0.782

1.025

0.133

-0.038

PWSI

p_pelagic

3

15

2

0.187

0.174

0.059

0.391

1.020

0.084

0.154

PWSI

p_pelagic

3

16

1

0.551

0.557

0.277

0.803

1.030

0.136

-0.044

PWSI

p_pelagic

3

16

2

0.189

0.175

0.065

0.393

1.017

0.085

0.164

PWSI

p_pelagic

3

17

1

0.546

0.549

0.275

0.789

1.021

0.133

-0.023

PWSI

p_pelagic

3

17

2

0.189

0.176

0.063

0.387

1.017

0.085

0.152

PWSI

p_pelagic

3

18

1

0.549

0.553

0.285

0.786

1.026

0.131

-0.030

PWSI

p_pelagic

3

18

2

0.192

0.179

0.065

0.391

1.018

0.085

0.154

PWSI

p_pelagic

3

19

1

0.548

0.552

0.284

0.778

1.017

0.130

-0.031

PWSI

p_pelagic

3

19

2

0.192

0.179

0.063

0.398

1.017

0.086

0.151

PWSI

p_pelagic

3

2

1

0.543

0.550

0.256

0.779

1.038

0.137

-0.051

PWSI

p_pelagic

3

2

2

0.186

0.172

0.055

0.395

1.029

0.088

0.159

PWSI

p_pelagic

3

3

1

0.541

0.549

0.252

0.785

1.043

0.139

-0.057

PWSI

p_pelagic

3

3

2

0.188

0.172

0.055

0.406

1.022

0.089

0.180

PWSI

p_pelagic

3

4

1

0.544

0.552

0.261

0.790

1.037

0.136

-0.059

PWSI

p_pelagic

3

4

2

0.188

0.174

0.057

0.409

1.035

0.090

0.155

PWSI

p_pelagic

3

5

1

0.543

0.549

0.260

0.783

1.049

0.137

-0.044

PWSI

p_pelagic

3

5

2

0.189

0.174

0.058

0.406

1.019

0.088

0.171

PWSI

p_pelagic

3

6

1

0.546

0.555

0.263

0.790

1.046

0.139

-0.065

PWSI

p_pelagic

3

6

2

0.186

0.175

0.056

0.389

1.033

0.087

0.127

PWSI

p_pelagic

3

7

1

0.543

0.551

0.256

0.796

1.057

0.142

-0.057

PWSI

p_pelagic

3

7

2

0.188

0.175

0.056

0.391

1.028

0.088

0.148

PWSI

p_pelagic

3

8

1

0.543

0.550

0.267

0.788

1.053

0.136

-0.051

PWSI

p_pelagic

3

8

2

0.187

0.173

0.057

0.393

1.023

0.087

0.161

PWSI

p_pelagic

3

9

1

0.539

0.545

0.253

0.783

1.047

0.136

-0.044

PWSI

p_pelagic

3

9

2

0.187

0.174

0.059

0.388

1.035

0.085

0.152

PWSI

p_pelagic

4

1

1

0.578

0.580

0.325

0.798

1.012

0.125

-0.016

PWSO

p_pelagic

4

1

2

0.568

0.571

0.313

0.805

1.011

0.127

-0.024

PWSO

p_pelagic

4

10

2

0.574

0.579

0.320

0.808

1.011

0.127

-0.039

PWSO

p_pelagic

4

11

2

0.577

0.582

0.308

0.809

1.011

0.131

-0.038

PWSO

p_pelagic

4

12

1

0.579

0.585

0.315

0.812

1.013

0.129

-0.047

PWSO

p_pelagic

4

12

2

0.571

0.578

0.309

0.802

1.010

0.127

-0.055

PWSO

p_pelagic

4

13

1

0.578

0.583

0.322

0.807

1.017

0.127

-0.039

PWSO

p_pelagic

4

13

2

0.575

0.578

0.322

0.813

1.013

0.128

-0.023

PWSO

p_pelagic

4

15

2

0.575

0.581

0.309

0.808

1.016

0.130

-0.046

PWSO

p_pelagic

4

16

1

0.580

0.584

0.330

0.808

1.016

0.123

-0.032

PWSO

p_pelagic

4

16

2

0.573

0.576

0.317

0.809

1.013

0.128

-0.023

PWSO

p_pelagic

4

17

1

0.579

0.583

0.330

0.814

1.014

0.128

-0.031

PWSO

p_pelagic

4

17

2

0.573

0.577

0.313

0.808

1.021

0.130

-0.031

PWSO

p_pelagic

4

19

1

0.577

0.586

0.311

0.799

1.012

0.128

-0.071

PWSO

p_pelagic

4

4

1

0.578

0.584

0.322

0.810

1.010

0.128

-0.047

PWSO

p_pelagic

4

4

2

0.576

0.581

0.315

0.808

1.011

0.128

-0.039

PWSO

p_pelagic

4

5

2

0.576

0.581

0.315

0.803

1.012

0.127

-0.040

PWSO

p_pelagic

4

6

1

0.582

0.583

0.320

0.808

1.010

0.127

-0.008

PWSO

p_pelagic

4

8

1

0.577

0.584

0.320

0.809

1.015

0.128

-0.055

PWSO

p_pelagic

4

8

2

0.570

0.574

0.306

0.803

1.019

0.127

-0.031

PWSO

p_pelagic

4

9

2

0.575

0.581

0.316

0.801

1.019

0.128

-0.047

PWSO

p_black

8

40

1

0.471

0.416

0.341

0.961

1.034

0.171

0.321

afognak

p_black

8

48

1

0.522

0.492

0.412

0.962

1.015

0.123

0.243

afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable

area_n

year/species

mean

median

lower

upper

Rhat

sd

skew

year

area

tau_beta0_pH

1

1

5.361

2.417

0.086

32.018

1.144

9.645

0.305

CI

mu_beta1_pH

1

1

2.553

2.204

0.957

6.339

1.191

1.483

0.235

CI

beta1_pH

1

1

2.780

2.664

1.853

4.674

1.103

0.663

0.175

CI

beta0_pH

10

1

-0.082

-0.037

-0.884

0.528

1.160

0.366

-0.123

northeast

beta1_pH

10

1

2.666

2.580

1.693

4.040

1.179

0.605

0.142

northeast

beta2_pH

10

1

0.777

0.534

0.209

3.017

1.142

0.808

0.301

northeast

beta2_pH

10

3

0.573

0.262

0.099

3.858

1.157

1.477

0.211

northeast

beta1_pH

11

3

1.822

1.847

0.406

3.130

1.103

0.688

-0.036

CSEO

beta2_pH

11

4

-7.875

-5.025

-20.188

-1.088

4.613

6.366

-0.448

CSEO

beta3_pH

11

4

40.246

40.142

38.899

42.002

1.116

0.838

0.124

CSEO

beta0_pelagic

11

-0.165

-0.123

-0.762

0.192

1.221

0.239

-0.175

CSEO

beta1_pelagic

11

1.187

1.141

0.684

1.888

1.192

0.312

0.148

CSEO

beta1_yellow

11

0.373

0.253

0.012

1.339

1.182

0.473

0.254

CSEO

beta2_pH

12

4

-8.281

-5.894

-20.731

-1.040

3.378

6.306

-0.379

EWYKT

beta0_pH

13

3

1.268

1.291

0.082

2.394

1.115

0.654

-0.035

NSEI

beta1_pH

13

3

1.675

1.680

0.354

2.890

1.119

0.698

-0.007

NSEI

beta2_pH

13

4

-8.180

-5.851

-20.513

-1.020

3.169

6.144

-0.379

NSEI

beta0_pelagic

13

-0.146

-0.048

-1.009

0.232

1.384

0.329

-0.297

NSEI

beta1_pelagic

13

1.634

1.484

0.856

2.906

1.838

0.566

0.265

NSEI

beta2_pelagic

13

0.612

0.339

0.122

3.355

1.130

0.858

0.318

NSEI

beta0_yellow

13

-1.424

-1.382

-2.080

-1.086

1.134

0.265

-0.158

NSEI

beta2_yellow

13

-4.009

-1.537

-17.832

-0.164

1.267

5.009

-0.493

NSEI

beta2_pH

14

4

-8.476

-5.828

-20.195

-1.278

4.195

6.303

-0.420

NSEO

beta0_yellow

14

-0.280

-0.239

-0.693

-0.021

1.177

0.245

-0.167

NSEO

beta0_pH

15

4

0.633

0.637

-0.098

1.333

1.302

0.374

-0.011

SSEI

beta1_pH

15

4

1.396

1.405

0.611

2.172

1.250

0.409

-0.022

SSEI

beta2_pH

15

4

-8.124

-5.762

-20.522

-1.052

3.288

6.144

-0.384

SSEI

beta3_pH

15

4

41.000

40.936

39.066

42.778

1.138

0.911

0.070

SSEI

beta0_pelagic

15

-0.241

-0.218

-0.407

-0.188

1.139

0.064

-0.360

SSEI

beta1_pelagic

15

0.162

0.066

0.011

0.731

1.168

0.202

0.474

SSEI

beta1_yellow

15

1.332

0.236

0.012

4.850

1.636

1.722

0.636

SSEI

beta2_yellow

15

-8.416

-8.775

-18.144

-0.895

1.169

4.216

0.085

SSEI

beta3_yellow

15

33.384

31.776

29.067

42.286

1.246

4.288

0.375

SSEI

beta2_pH

16

1

1.317

1.079

0.650

3.614

1.196

0.732

0.325

SSEO

beta2_pH

16

4

-8.252

-5.912

-20.451

-1.491

3.249

5.986

-0.391

SSEO

beta0_pelagic

16

-0.515

-0.455

-1.337

0.021

1.157

0.351

-0.171

SSEO

mu_beta1_pH

2

3

0.150

0.013

0.000

0.556

6.052

0.214

0.641

NG

tau_beta1_pH

2

3

0.051

0.019

0.010

0.310

1.564

0.089

0.361

NG

mu_beta2_pH

2

1

0.660

0.405

0.028

3.018

1.109

0.886

0.288

NG

beta0_pH

2

1

1.198

1.224

0.593

1.635

1.413

0.276

-0.094

NG

beta1_pH

2

1

1.929

1.875

1.197

3.132

1.411

0.472

0.114

NG

beta2_pH

2

1

1.213

0.989

0.203

2.866

1.139

0.772

0.290

NG

mu_beta1_pH

3

3

0.708

0.000

0.000

3.001

3.848

1.112

0.637

PWSI

tau_beta1_pH

3

3

4.737

0.031

0.011

41.017

1.697

11.860

0.397

PWSI

tau_beta1_pH

3

4

6.880

4.044

0.453

31.705

1.107

9.500

0.299

PWSI

mu_beta2_pH

3

4

-7.774

-5.149

-19.260

-0.562

4.428

6.067

-0.433

PWSI

beta0_pH

3

1

1.166

1.326

-0.549

1.775

1.579

0.553

-0.289

PWSI

beta1_pH

3

1

2.180

1.942

1.100

4.627

1.583

0.858

0.277

PWSI

beta2_pH

3

1

0.911

0.720

0.117

2.396

1.308

0.662

0.289

PWSI

beta3_pH

3

1

32.677

32.833

26.641

36.748

1.177

2.204

-0.071

PWSI

beta4_pH

3

4

0.901

0.588

0.103

3.302

1.138

1.574

0.199

PWSI

beta0_pelagic

3

0.177

0.263

-0.905

0.569

1.273

0.322

-0.267

PWSI

beta1_pelagic

3

0.789

0.719

0.298

1.885

1.219

0.360

0.194

PWSI

beta3_pelagic

3

27.988

28.789

21.709

33.022

1.114

3.124

-0.256

PWSI

beta0_pH

4

1

1.089

1.191

-0.296

1.833

1.231

0.520

-0.196

PWSO

beta1_pH

4

1

2.586

2.382

1.399

5.037

1.229

0.839

0.243

PWSO

beta2_pH

4

1

0.652

0.435

0.132

2.257

1.154

0.560

0.388

PWSO

beta0_pelagic

4

0.336

0.320

-0.051

0.824

1.104

0.214

0.075

PWSO

beta3_pelagic

4

26.627

26.364

23.410

34.145

1.219

2.335

0.113

PWSO

beta2_pH

6

1

0.569

0.271

0.087

3.596

1.111

0.943

0.316

SOKO2SAP

beta3_pH

6

1

33.162

33.238

25.683

40.736

1.107

3.514

-0.022

SOKO2SAP

beta0_pH

8

1

-0.648

-0.568

-1.827

0.067

1.389

0.492

-0.163

afognak

beta2_pH

8

1

0.594

0.294

0.091

3.519

1.188

0.938

0.320

afognak

beta3_pH

8

1

36.792

37.126

29.870

43.071

2.032

4.053

-0.082

afognak

beta4_pH

8

5

0.748

0.604

0.153

2.193

1.139

0.853

0.169

afognak

beta0_pH

9

1

-1.023

-0.953

-2.629

-0.091

1.229

0.629

-0.111

eastside

beta1_pH

9

1

2.917

2.817

1.599

4.728

1.111

0.860

0.116

eastside

beta2_pH

9

3

0.672

0.265

0.100

4.362

1.110

1.557

0.261

eastside

beta3_pH

9

1

30.400

30.451

24.881

35.595

1.146

2.654

-0.019

eastside

beta4_pH

9

3

1.040

0.712

0.158

3.704

1.138

1.567

0.209

eastside

beta4_pH

9

5

0.782

0.565

0.112

2.695

1.127

1.178

0.184

eastside

lambda_H

15

0.021

0.015

0.003

0.070

1.188

0.045

0.134

SSEI

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.01

983.00

238.00

1,687.00

378.00

Prop. of total

0.81

0.19

0.82

0.18

Prop. median less than 1

0.11

0.21

0.19

0.39

Prop. median less than 10

0.15

0.47

0.33

0.67

Prop. median less than 50

0.23

0.68

0.46

0.81

Median of the median values

975.34

12.11

83.27

2.99

Mean of the median values

1,950.45

256.20

713.97

117.11

Mean skew of posteriors

0.19

0.27

0.26

0.23

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.1

66.00

8.00

221.00

77.00

Prop. of total

0.89

0.11

0.74

0.26

Prop. median less than 1

0.08

0.50

0.24

0.49

Prop. median less than 10

0.08

0.88

0.38

0.81

Prop. median less than 50

0.11

1.00

0.46

0.95

Median of the median values

3,117.95

1.03

80.10

1.03

Mean of the median values

3,106.98

2.28

290.02

10.54

Mean skew of posteriors

0.32

0.18

0.22

0.16

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable

Freq

beta0_pelagic

5

beta0_pH

8

beta0_yellow

2

beta1_pelagic

4

beta1_pH

7

beta1_yellow

2

beta2_pelagic

1

beta2_pH

15

beta2_yellow

2

beta3_pelagic

2

beta3_pH

5

beta3_yellow

1

beta4_pH

4

H_ay

2

H_ayu

2

Hb_ayu

1

Ho_ay

5

Ho_ayg

1

Ho_ayu

8

Hp_ayu

1

Hs_ayu

5

Hy_ay

31

Hy_ayg

29

Hy_ayu

31

lambda_H

1

mu_beta1_pH

3

mu_beta2_pH

1

mu_wt

3

p_yellow

58

pH

26

R_ay

22

R_ayg

52

R_ayu

19

Rb_ay

37

Rb_ayg

50

Rb_ayu

2

Rd_ay

2

Rd_ayg

1

Rd_ayu

3

re_pelagic

15

re_pH

45

Ro_ay

53

Ro_ayg

33

Ro_ayu

55

Rp_ay

38

Rp_ayg

52

Rp_ayu

2

Rs_ay

5

Rs_ayg

11

Rs_ayu

30

Ry_ay

49

Ry_ayg

31

Ry_ayu

48

sd2_wt

2

tau_beta0_pH

1

tau_beta1_pH

2

Parameter estimates:

Summary Table of Parameter Estimates
Parameter mean sd Lower_CI Median Upper_CI
mu_bc_H[1] -0.144 0.066 -0.266 -0.147 -0.009
mu_bc_H[2] -0.103 0.042 -0.176 -0.106 -0.016
mu_bc_H[3] -0.416 0.070 -0.547 -0.416 -0.275
mu_bc_H[4] -1.159 0.222 -1.617 -1.151 -0.740
mu_bc_H[5] 1.356 1.373 -0.007 1.061 4.443
mu_bc_H[6] -2.303 0.353 -2.943 -2.317 -1.558
mu_bc_H[7] -0.475 0.105 -0.689 -0.472 -0.274
mu_bc_H[8] 0.254 0.343 -0.337 0.226 1.006
mu_bc_H[9] -0.340 0.149 -0.652 -0.337 -0.049
mu_bc_H[10] -0.126 0.062 -0.245 -0.126 -0.001
mu_bc_H[11] -0.112 0.039 -0.187 -0.112 -0.038
mu_bc_H[12] -0.256 0.113 -0.499 -0.251 -0.050
mu_bc_H[13] -0.185 0.081 -0.348 -0.183 -0.029
mu_bc_H[14] -0.346 0.103 -0.556 -0.340 -0.158
mu_bc_H[15] -0.333 0.048 -0.424 -0.333 -0.239
mu_bc_H[16] -0.243 0.396 -0.941 -0.259 0.535
mu_bc_R[1] 1.638 0.184 1.263 1.642 2.004
mu_bc_R[2] 1.609 0.091 1.427 1.610 1.785
mu_bc_R[3] 1.370 0.153 1.071 1.375 1.670
mu_bc_R[4] 1.101 0.181 0.755 1.097 1.454
mu_bc_R[5] 1.519 0.796 -0.087 1.552 3.057
mu_bc_R[6] -2.021 0.712 -3.525 -2.001 -0.660
mu_bc_R[7] 0.301 0.195 -0.077 0.298 0.679
mu_bc_R[8] 0.524 0.230 0.081 0.514 0.991
mu_bc_R[9] 0.628 0.265 0.106 0.634 1.130
mu_bc_R[10] 1.565 0.162 1.249 1.565 1.872
mu_bc_R[11] 0.983 0.133 0.729 0.982 1.252
mu_bc_R[12] 0.953 0.282 0.396 0.949 1.524
mu_bc_R[13] 1.137 0.167 0.813 1.133 1.471
mu_bc_R[14] 1.183 0.214 0.748 1.178 1.607
mu_bc_R[15] 0.693 0.186 0.327 0.694 1.064
mu_bc_R[16] 1.114 0.172 0.780 1.113 1.452
tau_pH[1] 2.413 0.184 2.075 2.403 2.802
tau_pH[2] 1.597 0.154 1.303 1.593 1.914
tau_pH[3] 1.272 0.123 1.056 1.264 1.522
tau_pH[4] 1.155 0.158 0.875 1.144 1.492
tau_pH[5] 0.451 0.080 0.315 0.445 0.625
beta0_pH[1,1] 0.466 0.217 0.017 0.473 0.864
beta0_pH[2,1] 1.198 0.276 0.593 1.224 1.635
beta0_pH[3,1] 1.166 0.553 -0.549 1.326 1.775
beta0_pH[4,1] 1.089 0.520 -0.296 1.191 1.833
beta0_pH[5,1] -1.322 0.816 -3.656 -1.077 -0.391
beta0_pH[6,1] -0.817 0.534 -2.039 -0.744 0.006
beta0_pH[7,1] 0.759 0.011 0.738 0.759 0.780
beta0_pH[8,1] -0.648 0.492 -1.827 -0.568 0.067
beta0_pH[9,1] -1.023 0.629 -2.629 -0.953 -0.091
beta0_pH[10,1] -0.082 0.366 -0.884 -0.037 0.528
beta0_pH[11,1] 0.369 0.290 -0.331 0.407 0.829
beta0_pH[12,1] 0.593 0.214 0.146 0.611 0.975
beta0_pH[13,1] -0.899 0.200 -1.340 -0.889 -0.561
beta0_pH[14,1] -0.127 0.214 -0.628 -0.108 0.228
beta0_pH[15,1] -0.043 0.224 -0.587 -0.027 0.329
beta0_pH[16,1] -0.785 0.241 -1.256 -0.778 -0.361
beta0_pH[1,2] 2.565 0.084 2.403 2.564 2.726
beta0_pH[2,2] 3.080 0.022 3.037 3.080 3.124
beta0_pH[3,2] 3.626 0.041 3.546 3.627 3.710
beta0_pH[4,2] 2.935 0.019 2.899 2.935 2.972
beta0_pH[5,2] 4.667 1.667 2.756 4.314 8.619
beta0_pH[6,2] 3.331 0.158 3.022 3.330 3.647
beta0_pH[7,2] 2.033 0.049 1.939 2.032 2.132
beta0_pH[8,2] 2.822 0.065 2.693 2.821 2.954
beta0_pH[9,2] 3.964 0.210 3.579 3.958 4.387
beta0_pH[10,2] 3.999 0.128 3.763 3.998 4.261
beta0_pH[11,2] 1.885 0.009 1.868 1.885 1.904
beta0_pH[12,2] 1.789 0.068 1.660 1.788 1.928
beta0_pH[13,2] 2.497 0.026 2.445 2.497 2.548
beta0_pH[14,2] 1.803 0.024 1.757 1.803 1.851
beta0_pH[15,2] 2.544 0.017 2.511 2.544 2.577
beta0_pH[16,2] 2.759 0.025 2.712 2.759 2.811
beta0_pH[1,3] 1.011 0.433 0.012 1.084 1.681
beta0_pH[2,3] 2.127 0.017 2.094 2.127 2.161
beta0_pH[3,3] 2.694 0.024 2.647 2.693 2.740
beta0_pH[4,3] 2.980 0.034 2.916 2.980 3.047
beta0_pH[5,3] 3.597 2.388 0.915 2.987 9.989
beta0_pH[6,3] 1.383 0.383 0.724 1.352 2.248
beta0_pH[7,3] 0.859 0.050 0.763 0.858 0.955
beta0_pH[8,3] 0.334 0.219 -0.134 0.343 0.748
beta0_pH[9,3] -2.357 1.208 -5.016 -2.221 -0.560
beta0_pH[10,3] -0.781 1.101 -3.500 -0.619 0.855
beta0_pH[11,3] 1.411 0.604 0.209 1.425 2.544
beta0_pH[12,3] 1.057 0.755 -0.538 1.058 2.468
beta0_pH[13,3] 1.268 0.654 0.082 1.291 2.394
beta0_pH[14,3] 0.629 0.443 -0.309 0.649 1.424
beta0_pH[15,3] 0.844 0.455 -0.160 0.857 1.687
beta0_pH[16,3] 1.172 0.676 -0.199 1.175 2.459
beta0_pH[11,4] 0.998 0.380 0.218 1.025 1.687
beta0_pH[12,4] 1.005 0.629 -0.193 0.971 2.275
beta0_pH[13,4] 0.702 0.426 -0.281 0.747 1.406
beta0_pH[14,4] 0.407 0.388 -0.398 0.427 1.103
beta0_pH[15,4] 0.633 0.374 -0.098 0.637 1.333
beta0_pH[16,4] 0.997 0.590 -0.168 0.969 2.217
beta0_pH[11,5] 2.964 0.145 2.697 2.956 3.269
beta0_pH[12,5] -0.699 0.566 -1.836 -0.697 0.403
beta0_pH[13,5] 4.890 0.416 4.081 4.883 5.762
beta0_pH[14,5] 3.868 0.357 3.203 3.855 4.609
beta0_pH[15,5] 2.279 0.123 2.054 2.276 2.536
beta0_pH[16,5] 0.205 0.097 0.068 0.189 0.433
beta1_pH[1,1] 2.780 0.663 1.853 2.664 4.674
beta1_pH[2,1] 1.929 0.472 1.197 1.875 3.132
beta1_pH[3,1] 2.180 0.858 1.100 1.942 4.627
beta1_pH[4,1] 2.586 0.839 1.399 2.382 5.037
beta1_pH[5,1] 2.934 0.932 1.791 2.672 5.511
beta1_pH[6,1] 2.744 1.087 1.286 2.503 5.524
beta1_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,1] 2.864 1.060 1.191 2.763 4.836
beta1_pH[9,1] 2.917 0.860 1.599 2.817 4.728
beta1_pH[10,1] 2.666 0.605 1.693 2.580 4.040
beta1_pH[11,1] 2.923 0.376 2.284 2.910 3.782
beta1_pH[12,1] 2.900 0.299 2.345 2.885 3.519
beta1_pH[13,1] 3.733 0.296 3.236 3.718 4.359
beta1_pH[14,1] 3.065 0.404 2.450 3.026 3.845
beta1_pH[15,1] 2.523 0.302 1.971 2.522 3.172
beta1_pH[16,1] 3.785 0.330 3.194 3.772 4.415
beta1_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[1,3] 1.658 0.891 0.044 1.606 3.636
beta1_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,3] 3.088 1.659 0.012 3.098 6.621
beta1_pH[9,3] 6.563 2.692 2.981 6.075 12.476
beta1_pH[10,3] 6.468 2.815 2.454 5.931 12.932
beta1_pH[11,3] 1.822 0.688 0.406 1.847 3.130
beta1_pH[12,3] 3.014 0.758 1.584 2.983 4.610
beta1_pH[13,3] 1.675 0.698 0.354 1.680 2.890
beta1_pH[14,3] 2.139 0.511 1.197 2.130 3.171
beta1_pH[15,3] 1.952 0.542 0.910 1.930 3.104
beta1_pH[16,3] 3.347 0.734 1.934 3.336 4.846
beta1_pH[11,4] 1.826 0.463 0.961 1.800 2.746
beta1_pH[12,4] 2.813 0.636 1.565 2.813 4.084
beta1_pH[13,4] 1.311 0.450 0.545 1.266 2.330
beta1_pH[14,4] 1.974 0.457 1.104 1.960 2.875
beta1_pH[15,4] 1.396 0.409 0.611 1.405 2.172
beta1_pH[16,4] 2.950 0.641 1.635 2.974 4.202
beta1_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,1] 1.003 0.642 0.266 0.779 2.656
beta2_pH[2,1] 1.213 0.772 0.203 0.989 2.866
beta2_pH[3,1] 0.911 0.662 0.117 0.720 2.396
beta2_pH[4,1] 0.652 0.560 0.132 0.435 2.257
beta2_pH[5,1] 1.648 1.417 0.207 1.268 5.803
beta2_pH[6,1] 0.569 0.943 0.087 0.271 3.596
beta2_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,1] 0.594 0.938 0.091 0.294 3.519
beta2_pH[9,1] 0.472 0.473 0.126 0.313 1.845
beta2_pH[10,1] 0.777 0.808 0.209 0.534 3.017
beta2_pH[11,1] 0.631 0.484 0.236 0.489 2.087
beta2_pH[12,1] 1.503 0.795 0.568 1.254 3.630
beta2_pH[13,1] 0.915 0.361 0.491 0.835 1.863
beta2_pH[14,1] 1.099 0.686 0.385 0.894 3.256
beta2_pH[15,1] 0.929 0.555 0.356 0.782 2.646
beta2_pH[16,1] 1.317 0.732 0.650 1.079 3.614
beta2_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,3] 6.618 6.371 0.135 5.139 21.584
beta2_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,3] 2.067 2.156 0.092 1.348 8.076
beta2_pH[9,3] 0.672 1.557 0.100 0.265 4.362
beta2_pH[10,3] 0.573 1.477 0.099 0.262 3.858
beta2_pH[11,3] -7.305 5.547 -22.276 -5.835 -0.696
beta2_pH[12,3] -7.683 5.455 -21.873 -6.348 -1.014
beta2_pH[13,3] -7.464 5.478 -22.283 -6.018 -1.067
beta2_pH[14,3] -7.269 5.328 -21.706 -5.627 -1.259
beta2_pH[15,3] -7.683 5.482 -21.934 -6.203 -1.185
beta2_pH[16,3] -7.494 5.243 -21.755 -6.012 -1.567
beta2_pH[11,4] -7.875 6.366 -20.188 -5.025 -1.088
beta2_pH[12,4] -8.281 6.306 -20.731 -5.894 -1.040
beta2_pH[13,4] -8.180 6.144 -20.513 -5.851 -1.020
beta2_pH[14,4] -8.476 6.303 -20.195 -5.828 -1.278
beta2_pH[15,4] -8.124 6.144 -20.522 -5.762 -1.052
beta2_pH[16,4] -8.252 5.986 -20.451 -5.912 -1.491
beta2_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta3_pH[1,1] 34.914 1.277 32.784 34.843 38.053
beta3_pH[2,1] 32.193 1.070 30.066 32.160 34.339
beta3_pH[3,1] 32.677 2.204 26.641 32.833 36.748
beta3_pH[4,1] 31.502 2.120 27.422 31.455 35.702
beta3_pH[5,1] 26.954 1.313 23.658 27.167 29.085
beta3_pH[6,1] 33.162 3.514 25.683 33.238 40.736
beta3_pH[7,1] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,1] 36.792 4.053 29.870 37.126 43.071
beta3_pH[9,1] 30.400 2.654 24.881 30.451 35.595
beta3_pH[10,1] 31.913 1.281 29.708 31.861 34.653
beta3_pH[11,1] 31.856 1.189 29.425 31.978 33.842
beta3_pH[12,1] 30.617 0.527 29.489 30.652 31.555
beta3_pH[13,1] 30.953 0.548 29.906 30.947 32.024
beta3_pH[14,1] 32.344 0.720 31.083 32.308 33.871
beta3_pH[15,1] 30.760 0.741 29.242 30.793 32.153
beta3_pH[16,1] 29.802 0.373 29.128 29.772 30.572
beta3_pH[1,2] 32.032 4.567 24.486 31.982 39.609
beta3_pH[2,2] 31.908 4.654 24.394 31.746 39.594
beta3_pH[3,2] 31.520 4.304 24.353 31.578 38.642
beta3_pH[4,2] 31.454 4.317 24.384 31.469 38.656
beta3_pH[5,2] 30.550 7.132 18.736 30.710 42.326
beta3_pH[6,2] 30.324 7.196 18.638 30.344 42.189
beta3_pH[7,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[9,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[10,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[11,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[12,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[13,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[14,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[15,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[16,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[1,3] 37.131 2.855 30.294 38.343 39.967
beta3_pH[2,3] 32.067 4.619 24.430 32.093 39.600
beta3_pH[3,3] 31.347 4.338 24.356 31.221 38.622
beta3_pH[4,3] 31.365 4.322 24.364 31.313 38.644
beta3_pH[5,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[6,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[7,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,3] 41.178 1.679 35.182 41.582 42.882
beta3_pH[9,3] 34.182 1.499 33.029 33.662 38.990
beta3_pH[10,3] 36.921 2.538 33.298 36.349 42.437
beta3_pH[11,3] 40.587 1.117 38.635 40.471 43.018
beta3_pH[12,3] 41.695 1.160 39.021 42.237 42.873
beta3_pH[13,3] 41.232 0.878 39.392 41.224 43.069
beta3_pH[14,3] 40.452 0.671 39.105 40.465 41.715
beta3_pH[15,3] 40.598 0.615 39.129 40.614 41.803
beta3_pH[16,3] 41.980 0.426 41.121 41.992 42.842
beta3_pH[11,4] 40.246 0.838 38.899 40.142 42.002
beta3_pH[12,4] 41.727 0.997 39.497 42.143 42.893
beta3_pH[13,4] 41.726 0.879 39.921 41.856 42.946
beta3_pH[14,4] 40.404 0.651 39.087 40.433 41.621
beta3_pH[15,4] 41.000 0.911 39.066 40.936 42.778
beta3_pH[16,4] 41.876 0.479 40.980 41.919 42.802
beta3_pH[11,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[12,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[13,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[14,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[15,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[16,5] 25.000 0.000 25.000 25.000 25.000
beta4_pH[1,1] 0.258 0.021 0.217 0.258 0.300
beta4_pH[2,1] 0.208 0.005 0.198 0.208 0.218
beta4_pH[3,1] 0.171 0.007 0.157 0.171 0.185
beta4_pH[4,1] 0.291 0.012 0.270 0.291 0.315
beta4_pH[5,1] 0.840 1.112 0.114 0.613 3.018
beta4_pH[6,1] 0.958 1.060 0.215 0.748 2.981
beta4_pH[7,1] 0.836 0.352 0.323 0.776 1.682
beta4_pH[8,1] 0.160 0.071 0.042 0.154 0.313
beta4_pH[9,1] 0.214 0.086 0.060 0.208 0.387
beta4_pH[10,1] 0.001 0.001 0.000 0.001 0.003
beta4_pH[11,1] 0.450 0.012 0.428 0.449 0.473
beta4_pH[12,1] 0.609 0.023 0.565 0.608 0.656
beta4_pH[13,1] 0.625 0.014 0.598 0.625 0.652
beta4_pH[14,1] 0.646 0.031 0.586 0.646 0.706
beta4_pH[15,1] 0.794 0.021 0.753 0.793 0.835
beta4_pH[16,1] 1.077 0.044 0.992 1.077 1.165
beta4_pH[1,2] 0.311 0.094 0.144 0.305 0.506
beta4_pH[2,2] 0.509 0.023 0.465 0.509 0.555
beta4_pH[3,2] 0.443 0.012 0.420 0.443 0.466
beta4_pH[4,2] 0.653 0.037 0.582 0.652 0.727
beta4_pH[5,2] 0.806 0.845 0.110 0.610 2.687
beta4_pH[6,2] 0.960 0.951 0.188 0.756 3.105
beta4_pH[7,2] 0.886 0.443 0.340 0.815 1.859
beta4_pH[8,2] 0.846 0.200 0.487 0.837 1.260
beta4_pH[9,2] 1.195 1.497 0.296 0.895 3.902
beta4_pH[10,2] 0.453 0.052 0.357 0.452 0.559
beta4_pH[11,2] 1.290 0.054 1.185 1.290 1.396
beta4_pH[12,2] 0.571 0.111 0.372 0.566 0.803
beta4_pH[13,2] 0.950 0.044 0.867 0.949 1.037
beta4_pH[14,2] 0.944 0.067 0.815 0.944 1.078
beta4_pH[15,2] 1.015 0.025 0.966 1.015 1.064
beta4_pH[16,2] 1.331 0.097 1.150 1.328 1.531
beta4_pH[1,3] 0.277 0.087 0.119 0.275 0.457
beta4_pH[2,3] 0.046 0.017 0.016 0.045 0.080
beta4_pH[3,3] 0.044 0.010 0.025 0.044 0.063
beta4_pH[4,3] 0.170 0.032 0.110 0.169 0.233
beta4_pH[5,3] 0.822 1.126 0.117 0.596 2.885
beta4_pH[6,3] 0.955 0.951 0.198 0.746 3.014
beta4_pH[7,3] 0.895 0.412 0.333 0.824 1.887
beta4_pH[8,3] 0.427 0.207 0.107 0.397 0.891
beta4_pH[9,3] 1.040 1.567 0.158 0.712 3.704
beta4_pH[10,3] 0.060 0.041 0.003 0.054 0.151
beta4_pH[11,3] 0.364 0.015 0.335 0.364 0.395
beta4_pH[12,3] 0.424 0.044 0.339 0.423 0.512
beta4_pH[13,3] 0.841 0.037 0.772 0.841 0.917
beta4_pH[14,3] 0.821 0.067 0.699 0.820 0.959
beta4_pH[15,3] 0.635 0.017 0.604 0.635 0.669
beta4_pH[16,3] 0.595 0.049 0.506 0.594 0.695
beta4_pH[1,4] 0.642 0.428 0.215 0.565 1.497
beta4_pH[2,4] 0.819 0.932 0.109 0.578 2.933
beta4_pH[3,4] 0.901 1.574 0.103 0.588 3.302
beta4_pH[4,4] 0.738 0.457 0.211 0.632 1.887
beta4_pH[5,4] 0.825 0.933 0.117 0.612 2.915
beta4_pH[6,4] 0.968 0.885 0.198 0.758 3.106
beta4_pH[7,4] 0.885 0.404 0.338 0.814 1.875
beta4_pH[8,4] 0.762 0.664 0.153 0.607 2.324
beta4_pH[9,4] 0.810 0.987 0.115 0.562 2.959
beta4_pH[10,4] 2.157 7.231 0.008 0.407 15.384
beta4_pH[11,4] 0.445 0.017 0.412 0.445 0.477
beta4_pH[12,4] 0.557 0.056 0.453 0.555 0.672
beta4_pH[13,4] 0.934 0.036 0.864 0.934 1.003
beta4_pH[14,4] 0.918 0.075 0.778 0.915 1.070
beta4_pH[15,4] 0.716 0.020 0.678 0.716 0.757
beta4_pH[16,4] 0.606 0.050 0.509 0.604 0.708
beta4_pH[1,5] 0.642 0.360 0.208 0.572 1.500
beta4_pH[2,5] 0.793 0.802 0.101 0.563 2.784
beta4_pH[3,5] 0.928 1.525 0.096 0.595 3.658
beta4_pH[4,5] 0.722 0.578 0.218 0.616 1.885
beta4_pH[5,5] 0.846 1.112 0.130 0.606 3.090
beta4_pH[6,5] 0.977 1.209 0.197 0.739 2.923
beta4_pH[7,5] 0.892 0.461 0.349 0.808 1.911
beta4_pH[8,5] 0.748 0.853 0.153 0.604 2.193
beta4_pH[9,5] 0.782 1.178 0.112 0.565 2.695
beta4_pH[10,5] 2.108 6.045 0.008 0.383 16.890
beta4_pH[11,5] 0.603 0.052 0.505 0.603 0.710
beta4_pH[12,5] 0.590 0.182 0.307 0.567 1.030
beta4_pH[13,5] 0.774 0.062 0.664 0.770 0.901
beta4_pH[14,5] 0.842 0.121 0.632 0.835 1.100
beta4_pH[15,5] 1.147 0.073 1.008 1.145 1.297
beta4_pH[16,5] 26.439 14.533 9.045 22.746 65.613
beta0_pelagic[1] 2.269 0.036 2.200 2.268 2.343
beta0_pelagic[2] 1.538 0.007 1.524 1.538 1.551
beta0_pelagic[3] 0.177 0.322 -0.905 0.263 0.569
beta0_pelagic[4] 0.336 0.214 -0.051 0.320 0.824
beta0_pelagic[5] 1.446 0.156 1.152 1.443 1.768
beta0_pelagic[6] 1.350 0.060 1.238 1.349 1.474
beta0_pelagic[7] 1.485 0.039 1.411 1.484 1.562
beta0_pelagic[8] 1.675 0.042 1.595 1.674 1.757
beta0_pelagic[9] 2.804 0.067 2.674 2.802 2.941
beta0_pelagic[10] 2.603 0.031 2.542 2.602 2.664
beta0_pelagic[11] -0.165 0.239 -0.762 -0.123 0.192
beta0_pelagic[12] 1.799 0.036 1.733 1.798 1.873
beta0_pelagic[13] -0.146 0.329 -1.009 -0.048 0.232
beta0_pelagic[14] -0.241 0.171 -0.621 -0.220 0.048
beta0_pelagic[15] -0.241 0.064 -0.407 -0.218 -0.188
beta0_pelagic[16] -0.515 0.351 -1.337 -0.455 0.021
beta1_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[3] 0.789 0.360 0.298 0.719 1.885
beta1_pelagic[4] 0.698 0.239 0.175 0.718 1.133
beta1_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[11] 1.187 0.312 0.684 1.141 1.888
beta1_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[13] 1.634 0.566 0.856 1.484 2.906
beta1_pelagic[14] 1.730 0.492 1.015 1.639 3.031
beta1_pelagic[15] 0.162 0.202 0.011 0.066 0.731
beta1_pelagic[16] 1.762 0.616 0.837 1.639 3.020
beta2_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[3] 6.082 5.904 0.160 4.280 20.463
beta2_pelagic[4] 7.881 6.012 0.499 6.544 22.308
beta2_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[11] 1.781 1.591 0.234 1.195 5.942
beta2_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[13] 0.612 0.858 0.122 0.339 3.355
beta2_pelagic[14] 0.947 0.986 0.203 0.641 4.008
beta2_pelagic[15] 2.646 1.888 0.180 2.288 7.244
beta2_pelagic[16] 0.644 1.041 0.113 0.299 4.092
beta3_pelagic[1] 29.429 6.601 18.501 29.392 40.422
beta3_pelagic[2] 29.596 6.565 18.532 29.619 40.350
beta3_pelagic[3] 27.988 3.124 21.709 28.789 33.022
beta3_pelagic[4] 26.627 2.335 23.410 26.364 34.145
beta3_pelagic[5] 29.410 6.649 18.512 29.453 40.378
beta3_pelagic[6] 29.525 6.683 18.575 29.444 40.474
beta3_pelagic[7] 29.291 6.601 18.684 29.323 40.368
beta3_pelagic[8] 29.507 6.630 18.600 29.425 40.492
beta3_pelagic[9] 29.409 6.708 18.685 29.251 40.438
beta3_pelagic[10] 29.331 6.681 18.549 29.148 40.466
beta3_pelagic[11] 30.137 1.521 27.262 30.079 33.232
beta3_pelagic[12] 29.491 6.628 18.759 29.598 40.416
beta3_pelagic[13] 34.495 2.762 28.012 34.644 39.447
beta3_pelagic[14] 34.390 1.780 31.599 34.127 39.067
beta3_pelagic[15] 32.380 7.433 18.651 34.282 40.878
beta3_pelagic[16] 31.751 3.118 26.178 31.375 39.369
beta0_yellow[1] -0.481 0.077 -0.636 -0.483 -0.329
beta0_yellow[2] 0.538 0.092 0.327 0.549 0.676
beta0_yellow[3] -0.214 0.123 -0.443 -0.216 0.010
beta0_yellow[4] 0.917 0.208 0.364 0.956 1.186
beta0_yellow[5] 0.254 0.331 -0.440 0.275 0.832
beta0_yellow[6] 0.813 0.105 0.608 0.812 1.019
beta0_yellow[7] 1.001 0.094 0.808 0.999 1.186
beta0_yellow[8] 1.022 0.092 0.841 1.024 1.204
beta0_yellow[9] 0.476 0.101 0.269 0.477 0.660
beta0_yellow[10] 0.544 0.070 0.407 0.543 0.682
beta0_yellow[11] -0.221 0.116 -0.461 -0.216 -0.007
beta0_yellow[12] -1.088 0.094 -1.268 -1.088 -0.903
beta0_yellow[13] -1.424 0.265 -2.080 -1.382 -1.086
beta0_yellow[14] -0.280 0.245 -0.693 -0.239 -0.021
beta0_yellow[15] -1.229 0.107 -1.454 -1.224 -1.037
beta0_yellow[16] -0.265 0.092 -0.444 -0.266 -0.080
beta1_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[2] 0.998 0.248 0.550 0.987 1.471
beta1_yellow[3] 0.473 0.235 0.025 0.484 0.899
beta1_yellow[4] 1.239 0.593 0.611 1.118 3.433
beta1_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[11] 0.373 0.473 0.012 0.253 1.339
beta1_yellow[12] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[13] 1.417 1.095 0.056 1.023 4.208
beta1_yellow[14] 0.771 0.935 0.013 0.498 3.799
beta1_yellow[15] 1.332 1.722 0.012 0.236 4.850
beta1_yellow[16] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[2] -7.524 5.777 -21.816 -6.331 -0.410
beta2_yellow[3] -7.818 5.822 -22.077 -6.582 -0.534
beta2_yellow[4] -6.186 5.832 -20.288 -4.570 -0.123
beta2_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[11] -8.795 6.391 -24.036 -7.637 -0.531
beta2_yellow[12] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[13] -4.009 5.009 -17.832 -1.537 -0.164
beta2_yellow[14] -7.056 6.007 -22.166 -5.512 -0.188
beta2_yellow[15] -8.416 4.216 -18.144 -8.775 -0.895
beta2_yellow[16] 0.000 0.000 0.000 0.000 0.000
beta3_yellow[1] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[2] 29.061 1.433 27.299 28.715 32.702
beta3_yellow[3] 32.612 2.794 25.356 32.704 38.332
beta3_yellow[4] 30.211 3.356 23.774 29.641 35.805
beta3_yellow[5] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[6] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[7] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[8] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[9] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[10] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[11] 34.166 3.188 29.341 33.624 42.122
beta3_yellow[12] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[13] 33.024 2.654 29.161 32.997 39.143
beta3_yellow[14] 33.404 3.143 29.162 33.074 41.644
beta3_yellow[15] 33.384 4.288 29.067 31.776 42.286
beta3_yellow[16] 25.000 0.000 25.000 25.000 25.000
beta0_black[1] 0.009 0.073 -0.131 0.009 0.155
beta0_black[2] 1.855 0.032 1.795 1.854 1.918
beta0_black[3] 1.239 0.037 1.167 1.239 1.313
beta0_black[4] 2.427 0.048 2.334 2.426 2.523
beta0_black[5] 5.131 2.301 1.920 4.682 10.718
beta0_black[6] 5.262 2.196 2.631 4.669 11.110
beta0_black[7] 4.110 2.101 1.659 3.523 9.881
beta0_black[8] 0.877 0.212 0.489 0.870 1.317
beta0_black[9] 2.811 0.271 2.286 2.802 3.352
beta0_black[10] 1.287 0.049 1.189 1.287 1.385
beta0_black[11] 2.980 0.052 2.880 2.980 3.083
beta0_black[12] 4.921 0.194 4.535 4.922 5.299
beta0_black[13] 0.440 0.333 0.015 0.370 1.225
beta0_black[14] 2.853 0.104 2.653 2.851 3.057
beta0_black[15] 0.722 0.051 0.619 0.722 0.823
beta0_black[16] 3.771 0.074 3.628 3.771 3.914
beta2_black[1] 0.000 0.000 0.000 0.000 0.000
beta2_black[2] 0.000 0.000 0.000 0.000 0.000
beta2_black[3] 0.000 0.000 0.000 0.000 0.000
beta2_black[4] 0.000 0.000 0.000 0.000 0.000
beta2_black[5] 0.000 0.000 0.000 0.000 0.000
beta2_black[6] 0.000 0.000 0.000 0.000 0.000
beta2_black[7] 0.000 0.000 0.000 0.000 0.000
beta2_black[8] 0.000 0.000 0.000 0.000 0.000
beta2_black[9] 0.000 0.000 0.000 0.000 0.000
beta2_black[10] 0.000 0.000 0.000 0.000 0.000
beta2_black[11] 0.000 0.000 0.000 0.000 0.000
beta2_black[12] 0.000 0.000 0.000 0.000 0.000
beta2_black[13] -2.566 1.754 -6.883 -2.198 -0.298
beta2_black[14] 0.000 0.000 0.000 0.000 0.000
beta2_black[15] 0.000 0.000 0.000 0.000 0.000
beta2_black[16] 0.000 0.000 0.000 0.000 0.000
beta3_black[1] 25.000 0.000 25.000 25.000 25.000
beta3_black[2] 25.000 0.000 25.000 25.000 25.000
beta3_black[3] 25.000 0.000 25.000 25.000 25.000
beta3_black[4] 25.000 0.000 25.000 25.000 25.000
beta3_black[5] 25.000 0.000 25.000 25.000 25.000
beta3_black[6] 25.000 0.000 25.000 25.000 25.000
beta3_black[7] 25.000 0.000 25.000 25.000 25.000
beta3_black[8] 25.000 0.000 25.000 25.000 25.000
beta3_black[9] 25.000 0.000 25.000 25.000 25.000
beta3_black[10] 25.000 0.000 25.000 25.000 25.000
beta3_black[11] 25.000 0.000 25.000 25.000 25.000
beta3_black[12] 25.000 0.000 25.000 25.000 25.000
beta3_black[13] 37.388 3.151 28.085 38.051 40.926
beta3_black[14] 25.000 0.000 25.000 25.000 25.000
beta3_black[15] 25.000 0.000 25.000 25.000 25.000
beta3_black[16] 25.000 0.000 25.000 25.000 25.000
beta4_black[1] -0.326 0.090 -0.504 -0.325 -0.151
beta4_black[2] 0.257 0.053 0.154 0.257 0.358
beta4_black[3] -0.718 0.065 -0.841 -0.716 -0.592
beta4_black[4] 0.628 0.130 0.384 0.624 0.893
beta4_black[5] 0.815 1.745 -1.134 0.484 4.390
beta4_black[6] 0.880 1.477 -0.870 0.560 4.587
beta4_black[7] 0.826 1.567 -0.925 0.522 4.525
beta4_black[8] 0.093 0.283 -0.498 0.097 0.649
beta4_black[9] 1.060 0.839 -0.127 0.898 3.162
beta4_black[10] 0.075 0.064 -0.055 0.075 0.202
beta4_black[11] -0.610 0.064 -0.738 -0.609 -0.482
beta4_black[12] 1.225 0.288 0.674 1.213 1.814
beta4_black[13] -1.004 0.077 -1.158 -1.000 -0.858
beta4_black[14] 0.220 0.179 -0.106 0.221 0.586
beta4_black[15] 0.002 0.045 -0.085 0.002 0.089
beta4_black[16] -0.415 0.119 -0.649 -0.417 -0.176
beta0_dsr[11] -0.329 0.009 -0.347 -0.329 -0.311
beta0_dsr[12] 1.411 0.044 1.327 1.410 1.500
beta0_dsr[13] 0.154 0.021 0.112 0.155 0.194
beta0_dsr[14] -0.127 0.017 -0.161 -0.127 -0.094
beta0_dsr[15] 0.205 0.013 0.180 0.205 0.232
beta0_dsr[16] 0.157 0.016 0.126 0.158 0.187
beta1_dsr[11] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[12] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[13] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[14] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[15] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[16] 0.000 0.000 0.000 0.000 0.000
beta4_dsr[11] 0.544 0.036 0.473 0.545 0.615
beta4_dsr[12] 0.797 0.224 0.361 0.790 1.260
beta4_dsr[13] -0.075 0.040 -0.152 -0.075 0.004
beta4_dsr[14] -0.207 0.072 -0.348 -0.207 -0.066
beta4_dsr[15] 0.216 0.021 0.173 0.216 0.258
beta4_dsr[16] -0.049 0.045 -0.140 -0.049 0.038
beta0_slope[11] -2.209 0.021 -2.251 -2.209 -2.167
beta0_slope[12] -5.171 0.221 -5.637 -5.159 -4.766
beta0_slope[13] -1.500 0.034 -1.566 -1.501 -1.436
beta0_slope[14] -2.712 0.050 -2.809 -2.711 -2.613
beta0_slope[15] -1.592 0.022 -1.636 -1.591 -1.550
beta0_slope[16] -2.668 0.038 -2.746 -2.667 -2.597
beta1_slope[11] 0.000 0.000 0.000 0.000 0.000
beta1_slope[12] 0.000 0.000 0.000 0.000 0.000
beta1_slope[13] 0.000 0.000 0.000 0.000 0.000
beta1_slope[14] 0.000 0.000 0.000 0.000 0.000
beta1_slope[15] 0.000 0.000 0.000 0.000 0.000
beta1_slope[16] 0.000 0.000 0.000 0.000 0.000
beta4_slope[11] -0.333 0.077 -0.487 -0.333 -0.187
beta4_slope[12] -4.669 0.802 -6.371 -4.630 -3.226
beta4_slope[13] 0.328 0.053 0.228 0.327 0.434
beta4_slope[14] -0.164 0.154 -0.479 -0.157 0.126
beta4_slope[15] -0.360 0.033 -0.424 -0.360 -0.295
beta4_slope[16] -0.127 0.103 -0.331 -0.127 0.073
beta5_slope[11] 3.070 0.110 2.864 3.067 3.295
beta5_slope[12] 2.000 0.391 1.270 1.980 2.835
beta5_slope[13] 0.876 0.077 0.725 0.876 1.030
beta5_slope[14] 3.760 0.361 3.114 3.743 4.517
beta5_slope[15] 1.308 0.072 1.171 1.308 1.449
beta5_slope[16] 2.739 0.238 2.298 2.733 3.235
tau_comp[1] 3.749 0.300 3.189 3.747 4.348
tau_comp[2] 2.853 0.259 2.367 2.845 3.382
tau_comp[3] 0.871 0.072 0.744 0.867 1.018
tau_comp[4] 1.746 0.270 1.280 1.725 2.329
tau_comp[5] 1.261 0.188 0.932 1.248 1.651
sigma_H[1] 0.196 0.054 0.096 0.193 0.309
sigma_H[2] 0.172 0.029 0.120 0.170 0.233
sigma_H[3] 0.198 0.042 0.126 0.196 0.290
sigma_H[4] 0.394 0.081 0.256 0.387 0.572
sigma_H[5] 1.035 0.221 0.635 1.022 1.499
sigma_H[6] 0.258 0.182 0.014 0.225 0.694
sigma_H[7] 0.277 0.048 0.198 0.272 0.388
sigma_H[8] 0.433 0.085 0.307 0.419 0.629
sigma_H[9] 0.391 0.074 0.277 0.380 0.566
sigma_H[10] 0.226 0.044 0.152 0.221 0.324
sigma_H[11] 0.263 0.044 0.190 0.258 0.363
sigma_H[12] 0.402 0.157 0.204 0.357 0.752
sigma_H[13] 0.203 0.036 0.136 0.201 0.280
sigma_H[14] 0.463 0.090 0.311 0.455 0.659
sigma_H[15] 0.243 0.039 0.177 0.239 0.330
sigma_H[16] 0.221 0.043 0.150 0.216 0.318
lambda_H[1] 2.883 4.823 0.092 1.262 16.145
lambda_H[2] 8.446 7.905 0.698 6.171 29.323
lambda_H[3] 4.669 6.708 0.262 2.481 22.942
lambda_H[4] 0.008 0.006 0.001 0.006 0.023
lambda_H[5] 2.988 8.110 0.015 0.530 23.681
lambda_H[6] 9.625 16.111 0.020 3.327 57.929
lambda_H[7] 0.014 0.010 0.003 0.012 0.042
lambda_H[8] 8.230 10.102 0.002 4.708 34.210
lambda_H[9] 0.020 0.014 0.004 0.017 0.057
lambda_H[10] 0.371 1.183 0.026 0.187 1.647
lambda_H[11] 0.213 0.334 0.009 0.093 1.104
lambda_H[12] 4.558 5.818 0.222 2.743 20.815
lambda_H[13] 3.543 3.384 0.307 2.623 12.119
lambda_H[14] 3.328 3.939 0.232 2.137 13.899
lambda_H[15] 0.021 0.045 0.003 0.015 0.070
lambda_H[16] 0.881 1.842 0.032 0.329 5.203
mu_lambda_H[1] 4.256 1.905 1.166 4.083 8.351
mu_lambda_H[2] 3.900 1.947 0.610 3.751 7.888
mu_lambda_H[3] 3.537 1.842 0.805 3.241 7.813
sigma_lambda_H[1] 8.402 4.306 1.858 7.799 17.909
sigma_lambda_H[2] 8.392 4.633 1.070 7.788 18.316
sigma_lambda_H[3] 6.496 4.111 1.124 5.561 16.531
beta_H[1,1] 6.662 1.243 3.697 6.871 8.442
beta_H[2,1] 9.866 0.494 8.775 9.901 10.776
beta_H[3,1] 7.939 0.810 5.940 8.058 9.316
beta_H[4,1] 13.304 7.826 -1.271 12.935 29.409
beta_H[5,1] -0.302 2.822 -6.234 -0.130 4.868
beta_H[6,1] 4.641 2.783 -3.081 5.364 7.854
beta_H[7,1] 2.475 5.082 -8.924 2.864 11.708
beta_H[8,1] 2.303 7.482 -2.177 1.278 30.510
beta_H[9,1] 14.086 5.475 4.183 13.780 25.543
beta_H[10,1] 7.125 1.766 3.593 7.167 10.688
beta_H[11,1] 4.549 3.660 -3.388 5.111 10.007
beta_H[12,1] 2.540 1.043 0.724 2.483 4.796
beta_H[13,1] 9.061 0.804 7.200 9.128 10.406
beta_H[14,1] 2.162 0.990 0.183 2.160 4.125
beta_H[15,1] -6.614 3.654 -13.122 -6.883 1.474
beta_H[16,1] 3.946 2.963 -0.827 3.559 10.961
beta_H[1,2] 7.912 0.260 7.394 7.917 8.411
beta_H[2,2] 10.021 0.132 9.755 10.024 10.272
beta_H[3,2] 8.932 0.201 8.545 8.932 9.334
beta_H[4,2] 2.045 1.497 -0.922 2.066 4.948
beta_H[5,2] 1.804 1.076 -0.378 1.804 3.864
beta_H[6,2] 6.291 0.840 4.453 6.348 7.744
beta_H[7,2] 1.971 0.966 0.207 1.906 4.044
beta_H[8,2] 2.762 1.877 -4.893 3.114 4.159
beta_H[9,2] 2.631 1.010 0.628 2.647 4.597
beta_H[10,2] 8.159 0.368 7.361 8.178 8.841
beta_H[11,2] 9.883 0.660 8.861 9.802 11.337
beta_H[12,2] 3.941 0.365 3.261 3.922 4.652
beta_H[13,2] 9.154 0.232 8.711 9.150 9.603
beta_H[14,2] 4.068 0.344 3.402 4.064 4.745
beta_H[15,2] 11.484 0.662 10.083 11.512 12.705
beta_H[16,2] 4.625 0.834 3.056 4.611 6.313
beta_H[1,3] 8.558 0.261 8.100 8.545 9.097
beta_H[2,3] 10.100 0.116 9.874 10.096 10.328
beta_H[3,3] 9.640 0.167 9.325 9.633 9.986
beta_H[4,3] -0.578 1.171 -2.716 -0.594 1.917
beta_H[5,3] 4.085 0.698 2.733 4.066 5.479
beta_H[6,3] 7.591 0.861 6.260 7.455 9.811
beta_H[7,3] -2.040 0.646 -3.335 -2.026 -0.759
beta_H[8,3] 5.346 0.910 4.647 5.165 9.126
beta_H[9,3] -1.644 0.670 -2.993 -1.645 -0.376
beta_H[10,3] 8.796 0.285 8.264 8.781 9.379
beta_H[11,3] 8.449 0.298 7.825 8.462 8.986
beta_H[12,3] 5.356 0.310 4.658 5.388 5.861
beta_H[13,3] 8.963 0.177 8.616 8.963 9.316
beta_H[14,3] 5.858 0.280 5.248 5.870 6.358
beta_H[15,3] 10.290 0.313 9.684 10.289 10.916
beta_H[16,3] 6.137 0.772 4.556 6.185 7.472
beta_H[1,4] 8.277 0.189 7.885 8.288 8.608
beta_H[2,4] 10.162 0.120 9.901 10.168 10.375
beta_H[3,4] 10.137 0.164 9.778 10.151 10.426
beta_H[4,4] 11.596 0.450 10.721 11.593 12.483
beta_H[5,4] 5.742 0.867 4.370 5.620 7.687
beta_H[6,4] 7.571 0.666 5.851 7.717 8.503
beta_H[7,4] 8.393 0.321 7.763 8.399 9.016
beta_H[8,4] 6.680 0.375 5.478 6.728 7.123
beta_H[9,4] 7.155 0.362 6.433 7.148 7.881
beta_H[10,4] 7.832 0.262 7.357 7.822 8.400
beta_H[11,4] 9.493 0.194 9.120 9.488 9.868
beta_H[12,4] 7.231 0.199 6.845 7.230 7.632
beta_H[13,4] 9.103 0.154 8.818 9.098 9.405
beta_H[14,4] 7.900 0.217 7.469 7.893 8.340
beta_H[15,4] 9.485 0.223 9.026 9.484 9.913
beta_H[16,4] 9.445 0.280 8.960 9.430 10.041
beta_H[1,5] 9.087 0.151 8.775 9.089 9.378
beta_H[2,5] 10.832 0.091 10.656 10.831 11.022
beta_H[3,5] 10.949 0.170 10.626 10.946 11.291
beta_H[4,5] 8.537 0.433 7.695 8.534 9.407
beta_H[5,5] 5.028 0.752 3.208 5.158 6.200
beta_H[6,5] 8.642 0.481 7.926 8.559 9.848
beta_H[7,5] 6.645 0.313 6.025 6.648 7.264
beta_H[8,5] 8.328 0.310 7.928 8.285 9.234
beta_H[9,5] 8.383 0.362 7.633 8.393 9.092
beta_H[10,5] 10.150 0.262 9.616 10.154 10.653
beta_H[11,5] 11.583 0.222 11.145 11.581 12.010
beta_H[12,5] 8.563 0.189 8.185 8.562 8.938
beta_H[13,5] 10.107 0.127 9.867 10.107 10.368
beta_H[14,5] 9.263 0.213 8.862 9.260 9.707
beta_H[15,5] 11.253 0.240 10.774 11.256 11.737
beta_H[16,5] 9.861 0.188 9.473 9.871 10.205
beta_H[1,6] 10.212 0.227 9.856 10.184 10.791
beta_H[2,6] 11.535 0.106 11.332 11.532 11.750
beta_H[3,6] 10.722 0.162 10.375 10.728 11.017
beta_H[4,6] 12.895 0.781 11.358 12.905 14.414
beta_H[5,6] 5.861 0.735 4.606 5.810 7.495
beta_H[6,6] 8.700 0.418 7.798 8.732 9.470
beta_H[7,6] 10.476 0.529 9.426 10.478 11.535
beta_H[8,6] 9.546 0.413 8.492 9.598 10.028
beta_H[9,6] 8.171 0.611 6.982 8.161 9.382
beta_H[10,6] 9.425 0.360 8.638 9.458 10.041
beta_H[11,6] 10.656 0.373 9.874 10.685 11.318
beta_H[12,6] 9.377 0.234 8.931 9.370 9.874
beta_H[13,6] 11.105 0.152 10.814 11.100 11.416
beta_H[14,6] 9.925 0.271 9.376 9.928 10.438
beta_H[15,6] 10.655 0.425 9.807 10.658 11.467
beta_H[16,6] 10.680 0.248 10.183 10.683 11.168
beta_H[1,7] 10.359 1.170 7.325 10.616 11.978
beta_H[2,7] 12.155 0.442 11.190 12.167 12.991
beta_H[3,7] 10.275 0.706 8.740 10.335 11.438
beta_H[4,7] 1.813 4.013 -6.096 1.788 9.734
beta_H[5,7] 6.198 2.467 1.417 6.212 10.926
beta_H[6,7] 8.431 1.734 3.518 8.807 10.666
beta_H[7,7] 7.945 2.650 2.786 7.872 13.292
beta_H[8,7] 11.147 1.623 9.363 10.964 15.007
beta_H[9,7] 5.446 3.131 -0.934 5.518 11.422
beta_H[10,7] 10.188 1.619 7.333 10.041 13.756
beta_H[11,7] 11.604 1.894 8.228 11.426 15.753
beta_H[12,7] 9.925 0.876 7.987 10.002 11.464
beta_H[13,7] 11.734 0.683 10.102 11.804 12.850
beta_H[14,7] 10.636 0.888 8.877 10.661 12.347
beta_H[15,7] 13.541 2.240 9.286 13.472 18.086
beta_H[16,7] 12.661 1.307 10.497 12.491 15.493
beta0_H[1] 8.764 16.114 -26.946 9.011 41.854
beta0_H[2] 10.497 6.393 -3.120 10.538 22.409
beta0_H[3] 9.901 10.334 -11.358 9.990 30.392
beta0_H[4] 6.454 172.347 -319.905 6.821 351.492
beta0_H[5] 4.397 35.033 -63.297 4.104 73.123
beta0_H[6] 7.904 26.668 -49.288 7.876 65.745
beta0_H[7] 8.194 129.565 -249.727 7.838 263.653
beta0_H[8] 6.477 54.953 -22.177 6.443 37.728
beta0_H[9] 5.274 107.975 -219.158 6.947 238.342
beta0_H[10] 9.334 34.754 -61.349 9.274 82.321
beta0_H[11] 10.876 57.858 -113.104 9.753 133.725
beta0_H[12] 6.466 10.617 -14.866 6.575 27.728
beta0_H[13] 9.423 10.076 -11.991 9.845 28.429
beta0_H[14] 7.337 11.641 -16.461 7.111 31.531
beta0_H[15] 7.351 112.412 -229.234 8.983 234.695
beta0_H[16] 8.422 29.078 -54.055 8.004 72.242